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Model: eaddario/Watt-Tool-8B-GGUF
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2026-07-21 16:00:13 +08:00
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====== Perplexity statistics ======
Mean PPL(Q) : 8.253598 ± 0.051864
Mean PPL(base) : 7.237090 ± 0.045539
Cor(ln(PPL(Q)), ln(PPL(base))): 97.71%
Mean ln(PPL(Q)/PPL(base)) : 0.131430 ± 0.001346
Mean PPL(Q)/PPL(base) : 1.140458 ± 0.001535
Mean PPL(Q)-PPL(base) : 1.016508 ± 0.012175
====== KL divergence statistics ======
Mean KLD: 0.117565 ± 0.000433
Maximum KLD: 7.079286
99.9% KLD: 1.966468
99.0% KLD: 0.726076
99.0% KLD: 0.726076
Median KLD: 0.084699
10.0% KLD: 0.006988
5.0% KLD: 0.002383
1.0% KLD: 0.000330
Minimum KLD: -0.000001
====== Token probability statistics ======
Mean Δp: -3.685 ± 0.026 %
Maximum Δp: 69.513%
99.9% Δp: 34.570%
99.0% Δp: 17.585%
95.0% Δp: 7.273%
90.0% Δp: 3.369%
75.0% Δp: 0.113%
Median Δp: -0.833%
25.0% Δp: -6.212%
10.0% Δp: -15.079%
5.0% Δp: -21.666%
1.0% Δp: -38.754%
0.1% Δp: -69.188%
Minimum Δp: -97.122%
RMS Δp : 10.385 ± 0.045 %
Same top p: 82.770 ± 0.100 %